Topic: "riemannian-manifold"
geoopt/geoopt
Riemannian Adaptive Optimization Methods with pytorch optim
Language: Python - Size: 1.5 MB - Last synced at: 13 days ago - Pushed at: about 1 month ago - Stars: 952 - Forks: 89
kthohr/mcmc
A C++ library of Markov Chain Monte Carlo (MCMC) methods
Language: C++ - Size: 217 KB - Last synced at: 1 day ago - Pushed at: over 1 year ago - Stars: 181 - Forks: 48
adavoudi/spdnet
Implementation of Deep SPDNet in pytorch
Language: Python - Size: 51.8 KB - Last synced at: 4 months ago - Pushed at: almost 2 years ago - Stars: 64 - Forks: 11
hiroyuki-kasai/RSOpt
Riemannian stochastic optimization algorithms: Version 1.0.3
Language: MATLAB - Size: 7.62 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 51 - Forks: 19
baggepinnen/SpectralDistances.jl
Measure the distance between two spectra/signals using optimal transport and related metrics
Language: Julia - Size: 260 MB - Last synced at: 2 days ago - Pushed at: 29 days ago - Stars: 47 - Forks: 5
basiralab/RegGNN
Regression Graph Neural Network (regGNN) for cognitive score prediction.
Language: Python - Size: 4.06 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 33 - Forks: 12
sylvchev/riemannianPCA
Dimensionality reduction on manifold of SPD matrices, based on pymanopt implementation
Language: Python - Size: 12.7 KB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 12 - Forks: 0
redst4r/riemannian_latent_space
Riemannian metrics to measure distances in latent space of VAEs
Language: Python - Size: 5.86 KB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 12 - Forks: 3
shu-hai/SA_DNN
Sensitivity Analysis of Deep Neural Networks (AAAI-19 paper)
Language: Python - Size: 14.8 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 10 - Forks: 5
hiroyuki-kasai/Subsampled-RTR
Subsampled Riemannian trust-region (RTR) algorithms
Language: MATLAB - Size: 4.95 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 5
cristian-barbarosie/manifem
C++ library for meshes and finite elements on manifolds
Language: C++ - Size: 1.36 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 4 - Forks: 1
cazhang/shellGCA
Matlab implementation of paper "Principal Geodesic Analysis in the Space of Discrete Shells", SGP-2018
Language: MATLAB - Size: 81.4 MB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 4 - Forks: 1
bghojogh/LBFGS-Vector-Transport-Free
The code for vector transport free LBFGS quasi-Newton's optimization on the Riemannian manifolds
Language: MATLAB - Size: 13.3 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 1
dnguyend/par-trans
A package providing tractable examples of parallel transport for several matrix manifolds
Language: Python - Size: 5.86 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 2 - Forks: 0
wmg9721204/My-Notes
Notes prepared for seminars, compiled from books, or taken in classes are included in this repository. There might be some notes prepared by other seminar participants, which are labelled accordingly.
Language: Jupyter Notebook - Size: 280 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 2
Eason-Bao/Gr-RMLHSR
GitHub repository for ”Learning a Discriminative Grassmannian Neural Network for Visual Classification“
Language: Python - Size: 367 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0
ffancheng/kderm
Distortion-corrected kernel density estimate on Riemannian manifolds
Language: HTML - Size: 357 MB - Last synced at: 4 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0
mrparker909/MGLMRiem
Implementing the algorithms of Kim et al. 2014 for regressing multiple symmetric positive definite matrices against real valued covariates.
Language: R - Size: 177 KB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 1
IssamLaradji/MASAGA
Official code for MASAGA
Language: Python - Size: 5.65 MB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 2
Va-Ns/Automated-Signature-Verification-of-CEDAR-using-the-Tangent-Space-and-the-SPD-Riemannian-Manifold
This project aims at capturing the fidelity presented by the schematic of the use of the logarithmic mapping: an intuitive form of subtraction between two points in the SPD Riemannian Manifold.
Language: MATLAB - Size: 40.2 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0
Deceptrax123/LGIN
Official code of our paper "LGIN: Defining an Approximately Powerful Hyperbolic GNN"accepted at GRADES NDA as a part of ACM SIGMOD
Language: Python - Size: 2.49 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0
UniversumX/GeodesicLearningPathways
Using hiearchical information geometric structures from neuroimaging analysis to inform curriculum design for generative reconstruction and MVPA
Language: Python - Size: 10.7 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0
Benoit-Muller/PDM
Master project: Bures-Wasserstein barycenters
Language: MATLAB - Size: 45.1 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0
AxelGiottonini/GeomLayers
Geometrical Layers for Pytorch Neural Networks
Language: Python - Size: 10.7 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
Cirdans-Home/pth-root-stochastic
Algorithms for the approximation of an embedding for Markov chains.
Language: MATLAB - Size: 88.9 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
sirmurphalot/GFI_onManifolds
Code implementations of the methods discussed in Generalized Fiducial Inference on Differentiable Manifolds by A. Murph, J. Hannig, and J. Williams.
Language: MATLAB - Size: 227 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0
Benoit-Muller/opti-manifolds-GMM
MATH-512 Optimization on Manifolds Spring 2023 Project 1: Gaussian Mixture Models
Language: MATLAB - Size: 1.23 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
sakshamjindal/optimised-orientation-tracking
Optimised Orientation Tracking using Riemann Stochastic Gradient Descent (RSGD)
Language: Jupyter Notebook - Size: 35 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
Hideki105/riemannian-optimization
リーマン多様体上の最適化
Language: Python - Size: 24.1 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0
ManuOtel/Impedance-Encoding-UR5 Fork of PabloDavidAR/encode-task-impedance-from-demonstration
Project in Advanced Robotics course project at SDU 21/22. Implementation of learning method for skills for arm robots based on GMM with Rieamannian Manifolds
Language: Jupyter Notebook - Size: 41.8 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0
reddeadrecovery/facestretch
In facestretch we describe how we exploited the dlib’s facial landmarks in order to measure face deformation and perform an expression recognition task. We implemented multiple approaches, based metric learning, neural networks and geodesic distances
Last synced at: almost 3 years ago - Stars: 0 - Forks: 0
